Kyvos enables high-performance, scalable analytics through a layered architecture. At the top, users can interact with the platform via Kyvos Dialogs, Kyvos Viz, Excel Add-in, or third-party BI tools using SQL, MDX, DAX, LangChain, or APIs. These tools communicate with the Semantic Performance Layer, which manages query interpretation and optimization. The Analytical Server coordinates tasks across cloud environments, while the Elastic Processing Cluster handles data preparation, and the Elastic Querying Cluster runs analytical queries. Kyvos supports diverse data sources and maintains both raw and aggregated data in its storage layer, further enhanced by a Smart Aggregate Cache for faster query execution.

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